Yes. Aimee Mann has 148 songs listed in a dataset used to train AI music models.

Used for training 148

songs in LAION-DISCO-12M under the artist name

A list of 12 million songs on YouTube Music, gathered by walking artist pages, that LAION published in 2024 for training general music models.

Including I Should've Known, That's Just What You Are, This Is How It Goes

Listed under the artist name 148 songs in LAION-DISCO-12M

Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.

I Should've Known

Listed as Aimee Mann – I Should've Known (Whatever) · Watch on YouTube

youtube_video -B8hTJlExJ0 · row -B8hTJlExJ0

LAION-DISCO-12M

That's Just What You Are

Listed as Aimee Mann – That's Just What You Are (Melrose Place: The Music) · Watch on YouTube

youtube_video 0ZGgWZX1j0M · row 0ZGgWZX1j0M

LAION-DISCO-12M

This Is How It Goes

Listed as Aimee Mann – This Is How It Goes (Lost In Space) · Watch on YouTube

youtube_video 29tH-2xVhH8 · row 29tH-2xVhH8

LAION-DISCO-12M

Momentum

Listed as Aimee Mann – Momentum (Bachelor, No. 2 (Or, The Last Remains of the Dodo) (20th Anniversary Edition)) · Watch on YouTube

youtube_video 2HKESEN6P4Y · row 2HKESEN6P4Y

LAION-DISCO-12M

Once I Loved

Listed as Till Brönner, Aimee Mann – Once I Loved (Rio) · Watch on YouTube

youtube_video 3HRbSd11N8A · row 3HRbSd11N8A

LAION-DISCO-12M

High on Sunday 51

Listed as Aimee Mann – High on Sunday 51 (Lost In Space) · Watch on YouTube

youtube_video 5VMnXj2wd7I · row 5VMnXj2wd7I

LAION-DISCO-12M

The Moth

Listed as Aimee Mann – The Moth (Lost In Space) · Watch on YouTube

youtube_video 5e_hJA8Mv3U · row 5e_hJA8Mv3U

LAION-DISCO-12M

You Do

Listed as Aimee Mann – You Do (Bachelor No. 2 (Or, The Last Remains of the Dodo)) · Watch on YouTube

youtube_video 5y61vxM8Gp0 · row 5y61vxM8Gp0

LAION-DISCO-12M

Suicide is Murder

Listed as Aimee Mann – Suicide is Murder (Queens of the Summer Hotel) · Watch on YouTube

youtube_video 8T8Yvzpomg8 · row 8T8Yvzpomg8

LAION-DISCO-12M

Goose Snow Cone

Listed as Aimee Mann – Goose Snow Cone (Mental Illness) · Watch on YouTube

youtube_video 8jPF8QRk4QQ · row 8jPF8QRk4QQ

LAION-DISCO-12M

Stuck in the Past

Listed as Aimee Mann – Stuck in the Past (Mental Illness) · Watch on YouTube

youtube_video BLIcIHbVSrM · row BLIcIHbVSrM

LAION-DISCO-12M

That's How I Knew This Story Would Break My Heart

Listed as Aimee Mann – That's How I Knew This Story Would Break My Heart (The Forgotten Arm) · Watch on YouTube

youtube_video BQ5lIFjEcCw · row BQ5lIFjEcCw

LAION-DISCO-12M

Pavlov's Bell

Listed as Aimee Mann – Pavlov's Bell (Lost In Space) · Watch on YouTube

youtube_video D3QKs2zhzHM · row D3QKs2zhzHM

LAION-DISCO-12M

The Fall of the World's Own Optimist

Listed as Aimee Mann – The Fall of the World's Own Optimist (Bachelor No. 2 (Or, The Last Remains of the Dodo)) · Watch on YouTube

youtube_video DTJUWRnfRmc · row DTJUWRnfRmc

LAION-DISCO-12M

Calling It Quits

Listed as Aimee Mann – Calling It Quits (Bachelor No. 2 (Or, The Last Remains of the Dodo)) · Watch on YouTube

youtube_video HEM7GOYznjE · row HEM7GOYznjE

LAION-DISCO-12M

Freeway

Listed as Aimee Mann – Freeway (@#%&*! Smilers (Deluxe)) · Watch on YouTube

youtube_video HFU7KGJRDE0 · row HFU7KGJRDE0

LAION-DISCO-12M

Drive (From "The Assassination of Gianni Versace: American Crime Story")

Listed as Aimee Mann – Drive (From "The Assassination of Gianni Versace: American Crime Story") (Drive (From "The Assassination of Gianni Versace: American Crime Story")) · Watch on YouTube

youtube_video HP0sgPwPM2Y · row HP0sgPwPM2Y

LAION-DISCO-12M

The Scientist (Live)

Listed as Aimee Mann – The Scientist (Live) (Lost In Space (Deluxe Edition)) · Watch on YouTube

youtube_video I1OU39Z1gs4 · row I1OU39Z1gs4

LAION-DISCO-12M

Just Like Anyone

Listed as Aimee Mann – Just Like Anyone (Bachelor No. 2 (Or, The Last Remains of the Dodo)) · Watch on YouTube

youtube_video J10I36uR0Sg · row J10I36uR0Sg

LAION-DISCO-12M

It's Not

Listed as Aimee Mann – It's Not (Lost In Space) · Watch on YouTube

youtube_video JbhtBVrFr-4 · row JbhtBVrFr-4

LAION-DISCO-12M

Patient Zero

Listed as Aimee Mann – Patient Zero (Mental Illness) · Watch on YouTube

youtube_video Jg8iHCd7wlM · row Jg8iHCd7wlM

LAION-DISCO-12M

Lost In Space

Listed as Aimee Mann – Lost In Space (Lost In Space) · Watch on YouTube

youtube_video PESO23QmUS8 · row PESO23QmUS8

LAION-DISCO-12M

One

Listed as Aimee Mann – One (Bachelor, No. 2 (Or, The Last Remains of the Dodo) (20th Anniversary Edition)) · Watch on YouTube

youtube_video SJJA5efr2zI · row SJJA5efr2zI

LAION-DISCO-12M

Save Me

Listed as Aimee Mann – Save Me (Live at St. Ann's Warehouse) · Watch on YouTube

youtube_video UKEIcXn377o · row UKEIcXn377o

LAION-DISCO-12M

Today's the Day

Listed as Aimee Mann – Today's the Day (Lost In Space) · Watch on YouTube

youtube_video V-KCzMVW50w · row V-KCzMVW50w

LAION-DISCO-12M

Wise Up

Listed as Aimee Mann – Wise Up (Bachelor, No. 2 (Or, The Last Remains of the Dodo) (20th Anniversary Edition)) · Watch on YouTube

youtube_video V0ATe3pfDrU · row V0ATe3pfDrU

LAION-DISCO-12M

You Could Make A Killing

Listed as Aimee Mann – You Could Make A Killing (I'm With Stupid) · Watch on YouTube

youtube_video V5V9ed5plAA · row V5V9ed5plAA

LAION-DISCO-12M

Save Me

Listed as Aimee Mann – Save Me (Bachelor, No. 2 (Or, The Last Remains of the Dodo) (20th Anniversary Edition)) · Watch on YouTube

youtube_video W70LvKbI3yc · row W70LvKbI3yc

LAION-DISCO-12M

Wise Up

Listed as Aimee Mann – Wise Up (Live at St. Ann's Warehouse) · Watch on YouTube

youtube_video YXFLKo6AKxE · row YXFLKo6AKxE

LAION-DISCO-12M

I See You

Listed as Aimee Mann – I See You (Queens of the Summer Hotel) · Watch on YouTube

youtube_video _4ovVUvHjy0 · row _4ovVUvHjy0

LAION-DISCO-12M

Humpty Dumpty

Listed as Aimee Mann – Humpty Dumpty (Lost In Space) · Watch on YouTube

youtube_video aKbIoVyLCAc · row aKbIoVyLCAc

LAION-DISCO-12M

Good for Me

Listed as Aimee Mann – Good for Me (Mental Illness) · Watch on YouTube

youtube_video b8QYjrqbMT4 · row b8QYjrqbMT4

LAION-DISCO-12M

Video

Listed as Aimee Mann – Video (The Forgotten Arm) · Watch on YouTube

youtube_video bswSO5NtyNo · row bswSO5NtyNo

LAION-DISCO-12M

Invisible Ink

Listed as Aimee Mann – Invisible Ink (Lost In Space) · Watch on YouTube

youtube_video cIBdojOmpJU · row cIBdojOmpJU

LAION-DISCO-12M

Burn It Out

Listed as Aimee Mann – Burn It Out (Queens of the Summer Hotel) · Watch on YouTube

youtube_video gfEi5sCrZfw · row gfEi5sCrZfw

LAION-DISCO-12M

How Am I Different

Listed as Aimee Mann – How Am I Different (Bachelor No. 2 (Or, The Last Remains of the Dodo)) · Watch on YouTube

youtube_video h09_3egMFmc · row h09_3egMFmc

LAION-DISCO-12M

Red Vines

Listed as Aimee Mann – Red Vines (Bachelor No. 2 (Or, The Last Remains of the Dodo)) · Watch on YouTube

youtube_video hdT0WJQG5R8 · row hdT0WJQG5R8

LAION-DISCO-12M

Stupid Thing

Listed as Aimee Mann – Stupid Thing (Whatever) · Watch on YouTube

youtube_video jDT_YjQOXBY · row jDT_YjQOXBY

LAION-DISCO-12M

Labrador

Listed as Aimee Mann – Labrador (Charmer) · Watch on YouTube

youtube_video jlQXy0fo0es · row jlQXy0fo0es

LAION-DISCO-12M

You Never Loved Me

Listed as Aimee Mann – You Never Loved Me (Mental Illness) · Watch on YouTube

youtube_video kU8NEFyWLQo · row kU8NEFyWLQo

LAION-DISCO-12M

Long Shot

Listed as Aimee Mann – Long Shot (I'm With Stupid) · Watch on YouTube

youtube_video mvBd7NSOQDw · row mvBd7NSOQDw

LAION-DISCO-12M

Build That Wall

Listed as Aimee Mann – Build That Wall (Bachelor, No. 2 (Or, The Last Remains of the Dodo) (20th Anniversary Edition)) · Watch on YouTube

youtube_video n9P1rMmiqE4 · row n9P1rMmiqE4

LAION-DISCO-12M

Thirty One Today

Listed as Aimee Mann – Thirty One Today (@#%&*! Smilers (Deluxe)) · Watch on YouTube

youtube_video nnwB5M1SC30 · row nnwB5M1SC30

LAION-DISCO-12M

Ghost World

Listed as Aimee Mann – Ghost World (Bachelor No. 2 (Or, The Last Remains of the Dodo)) · Watch on YouTube

youtube_video rLkrK22rUNk · row rLkrK22rUNk

LAION-DISCO-12M

Deathly

Listed as Aimee Mann – Deathly (Bachelor No. 2 (Or, The Last Remains of the Dodo)) · Watch on YouTube

youtube_video sA1QwmrG3T4 · row sA1QwmrG3T4

LAION-DISCO-12M

Avalanche

Listed as Aimee Mann – Avalanche (Avalanche) · Watch on YouTube

youtube_video th5dMrLVHD8 · row th5dMrLVHD8

LAION-DISCO-12M

Driving Sideways

Listed as Aimee Mann – Driving Sideways (Magnolia (Music from the Motion Picture)) · Watch on YouTube

youtube_video unKX159DMYg · row unKX159DMYg

LAION-DISCO-12M

Night Owl

Listed as Dan Zanes & Friends feat. Aimee Mann, Friends, Aimee Mann – Night Owl (Night Time!) · Watch on YouTube

youtube_video w-EbEW0J4Pw · row w-EbEW0J4Pw

LAION-DISCO-12M

Nothing Is Good Enough

Listed as Aimee Mann – Nothing Is Good Enough (Bachelor No. 2 (Or, The Last Remains of the Dodo)) · Watch on YouTube

youtube_video xU2ALIJcI20 · row xU2ALIJcI20

LAION-DISCO-12M

Charmer

Listed as Aimee Mann – Charmer (Charmer) · Watch on YouTube

youtube_video zjSRVD9GfsM · row zjSRVD9GfsM

LAION-DISCO-12M

What this means

Last reviewed 2026-09-24.

Presence in a public research dataset shows that a clip of your recording was listed by academic or industry researchers as material for building or testing audio models. It does not by itself show which commercial products, if any, used the clip. The legal picture is moving. On 31 July 2026 the Regional Court of Munich I ruled in GEMA's case against Suno (case 42 O 763/25) that reproducing works for training, holding them in a model in retrievable form, and generating similar outputs can each infringe copyright under German and EU law; the judgment is not final and can be appealed. In the United States, Warner Music Group settled its claims against Suno on 25 November 2025 with a licensing deal, while the parallel claims by Universal and Sony were still pending at that point. Since then BMG (12 August 2026) and Believe/TuneCore (8 September 2026) have signed opt-in licensing deals with Suno.

What you can do

3 routes. None is a guarantee.

UK, PRS members. Send PRS for Music your report and ask what collective or licensing route covers your works.
- PRS for Music and Artificial Intelligence, Version 1 (October 2025), 2025-10-01
- PRS for Music: AI and music copyright, 2026-09-24
Germany, GEMA members. GEMA won a first-instance ruling against Suno on 31 July 2026 and has a licensing model. Ask how they apply to your repertoire.
- GEMA: Suno AI and OpenAI, GEMA sues for fair compensation, 2025-01-21
- DLA Piper: GEMA v Suno, Munich Regional Court judgment of 31 July 2026, 2026-08-28
- Music Business Worldwide: Germany's GEMA launches AI Charter, 2024-11-05
Signed to Warner, BMG or Believe/TuneCore. Each has an opt-in licensing deal with Suno. Ask your label what opting in or out means for you and whether any settlement money reaches artists.
- Music Business Worldwide: Warner Music Group settles with Suno, 2025-11-25
- Music Ally: Suno signs another music licensing deal, with BMG, 2026-08-12
- Music Business Worldwide: Suno inks global deal with Believe, 2026-09-08

Is this you?

Check another name

These pages report where identifiers from public research datasets point. Presence in a dataset is a fact about the dataset, not a claim about the channel or artist, and says nothing about what any company did with the material. If you are this artist and want this page removed, see removals.